Image Editing · Photorealism challenges
Every image editing challenge testing Photorealism, scored with TrueSkill as the votes come in.
Man and Car in California
Combines two references (a person and a car) into one believable driving scene. It checks whether the model keeps the man’s identity and the car’s appearance while placing them convincingly on the coastline with matched lighting and perspective.
Bald man challenge
A targeted edit test. Adding a realistic head of hair requires a believable hairline and texture while keeping the face, expression, and lighting unchanged. Common failures are wig-like or pasted-on hair and subtle changes to the underlying face.
Golden Hour Stroll
A motion-injection edit test. The model adds wind-driven movement (blowing hair, flying leaves) to a still photo while leaving the rest of the scene intact. The difficulty is making motion look physically plausible without distorting the subject or background.
Outfit Transfer Challenge
This is extremely practical (think e-commerce, fashion, virtual dressing rooms). It’s visually very obvious when it fails, and success looks impressive. It tests a model’s understanding of clothing physics, body shape, and lighting.